The aroma of freshly baked bread filled the apartment, a familiar comfort. Except, today, the smell felt threatening. It was an indicator of something… something that wasn’t right.

James found Amelia in the kitchen, humming as she kneaded dough. The radio was on, playing a foreign station. He recognized the language. His language.

“What’s this?” he asked, gesturing towards the radio.

Amelia turned, startled. “Oh, just some music.”

He watched her, his gaze sharp and unyielding, as she offered him a piece of bread. He took a bite, forcing himself to appear casual. He felt a sudden, inexplicable revulsion, as though the bread itself was tainted, infused with some secret. He thought of all the times they’d shared this kitchen, and a feeling of utter unfamiliarity washed over him.

He felt a need to run, to escape. But from what? He couldn’t quite put his finger on it.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

This story is one of 1,000 stories generated for the emotion paranoid. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 paranoid stories, after denoising with neutral dialogue baselines, produces the paranoid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the paranoid vector is projected through the unembedding matrix.

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434